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Automated data labeling of building automation systems using time series data and conditional probabilities2023 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Mohamad Maghnie, Florian Stinner, Alexander Kümpel, Dirk Müller
1citations -
Classification of building properties from the German census data for energy analyses purposes2023 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Luis Blanco, M. Srinivasa Aditya, Björn Schiricke, Bernhard Hoffschmidt
2citations -
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight2023 arXiv (Cornell University) preprint Engineering Building Energy and Comfort Optimization Open access
Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck
0citations -
Material intensity database for the Dutch building stock: Towards Big Data in material stock analysis2021 Journal of Industrial Ecology article Environmental Science Sustainability and Ecological Systems Analysis Open access
Benjamin Sprecher, Teun Johannes Verhagen, Marijn Louise Sauer, Michel Baars, John Heintz, Tomer Fishman
100citations -
MaterialCities data: mapping building material stocks and floor area of the world's 1.8 million settlements by structures and functions2026 Zenodo (CERN European Organization for Nuclear Research) dataset Environmental Science Sustainability and Ecological Systems Analysis Open access
Tomer Fishman, Yoav Peled, Janneke van Oorschot, Peter Berrill, Úrsula Cárdenas‐Mamani, Nicolas Navarre, +6 more
1citations -
Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access
Christine van Stiphoudt, Florian Stinner, Gerrit Bode, Alexander Kümpel, Dirk Müller
4citations -
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller
5citations